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Scientists estimate 85% of world’s population affected by climate change

Over 60,000 studies were crunched by researchers in Germany using machine learning. The findings aren’t comforting.

Climate change is going to get a lot worse if we don’t act soon. While that’s not breaking news, it was the thrust of a landmark report by the Intergovernmental Panel on Climate Change, released in August. The IPCC’s report warned that every region of the planet will be affected by rising temperatures.

A new paper, published in the journal Nature Climate Change on Oct. 11, adds some specificity to that forecast. Using machine learning technology to analyze over 60,000 climate change-related studies, researchers in Germany estimate that 85% of the population is affected by human-induced climate change. The study was led by Max Callaghan of Berlin’s Mercator Research Institute on Global Commons and Climate Change.

«There is overwhelming evidence that the impacts of climate change are already being observed in human and natural systems,» the paper reads. «We infer that attributable anthropogenic impacts may be occurring across 80% of the world’s land area, where 85% of the population reside.»

The study comes ahead of COP26, the UN Climate Change Conference in Glasgow that runs from Oct. 31 to Nov. 12. COP26 will bring together world leaders, including US President Joe Biden and UK Prime Minister Boris Johnson but notably not China’s Xi Jinping, in hopes they’ll make new commitments to lowering carbon emissions. It was at COP21 in 2015 that the Paris Accords were struck, and observers hope that more ambitious commitments to carbon neutrality can be agreed to in Glasgow.

Machine learning is a type of artificial intelligence that gets smarter as it’s fed more information: think speech-to-text software, which gets more accurate the more hours of voices it’s able to hear. Callaghan and the team aimed not just to highlight the planet’s plight as climate change’s impacts become more known, but also to use machine learning to reveal gaps within scientific study.

The researchers fed machine learning software called BERT (or «bidirectional encoder representations from transformers») 2,373 abstracts on papers related to climate change. Having digested the information on climate change, the algorithm then identified studies that may show the impacts of climate change even if those studies didn’t attribute their findings to climate change. The paper referenced one such study on the relationship between the timing of snowmelt and the population growth of mammals.

«Our objective is to map all possibly relevant studies on climate-related changes, rather than a list of studies where the relationship between an observed climate trend and specific impacts has been demonstrated with high confidence,» the paper reads. «While traditional assessments can offer relatively precise but incomplete pictures of the evidence, our machine-learning-assisted approach generates an expansive preliminary but quantifiably uncertain map.»

Technologies

Verum Messenger Celebrates Its 4th Anniversary: A Journey Towards Security, Innovation, and User Trust

Verum Messenger Celebrates Its 4th Anniversary: A Journey Towards Security, Innovation, and User Trust

Today, Verum Messenger, one of the leading messengers on the market, celebrates its 4th anniversary. Over the years, the app has become a symbol of security, privacy, and innovation in the world of digital communication, and continues to evolve confidently, introducing new features and improving the quality of service. 

When Verum Messenger was launched in 2021, its goal was clear — to create a communication platform that puts data security first. Four years later, this messenger has proven that its approach works. The app has not only successfully implemented end-to-end encryption to protect messages but has also offered unique features such as the ability to block screenshots and screen recordings, the built-in Verum VPN service that ensures online anonymity and security, and one-click information clearing within the messenger.

Achievements and Innovations

Over the past four years, Verum Messenger has significantly expanded its capabilities and established itself as one of the most secure messengers. One of the key milestones was the integration of Verum E-SIM, a feature that allows users to connect to mobile internet without the need for a physical SIM card. This was a breakthrough for travelers who value flexibility and anonymity without being dependent on mobile carriers and roaming.

But the most important achievement was the introduction of Verum AI — a generative artificial intelligence developed in-house. This chatbot, integrated into the messenger, provides users with a unique opportunity to interact with an intelligent assistant capable of not only answering questions but also giving recommendations and solving everyday tasks. This feature is one of the first among messengers to offer its own neural network that continually adapts to users’ needs and improves its functionality.

Commitment to Data Security

It is important to note that data security remains the top priority for Verum Messenger. The company has always been dedicated to protecting privacy. In recent years, the app has introduced several improvements aimed at safeguarding users from data breaches and unauthorized access.

Moreover, Verum Messenger continues to develop and enhance its privacy settings, giving users control over who can view their information and who can contact them.

The Future of Verum Messenger

Now, four years after its launch, Verum Messenger is not stopping at its achievements. The company is actively working on new innovations and improvements that will help the messenger remain at the forefront of technology.

“Our users and their right to privacy and security have always been and will remain our top priority. We will continue to work to ensure that Verum Messenger remains the safest and most convenient tool for communication, considering new challenges and technologies,” the development team shares its plans.

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Technologies

Verum Coin Expands Its Reach on DEX: A New Milestone in Trading and Liquidity

Verum Coin Expands Its Reach on DEX: A New Milestone in Trading and Liquidity

Verum Coin (VERUM) continues to make significant strides, reaching a new level with impressive achievements in liquidity and trading volume. In the past 24 hours, the coin reached a new milestone, becoming a notable player on decentralized exchanges (DEX). The 24-hour trading volume hit an impressive $2.77 million, with liquidity standing at $16.4 million.

This success is a crucial step for Verum Coin, demonstrating growing interest in the project and strengthening its position in the cryptocurrency market. The increase in liquidity and trading volume not only opens up new opportunities for traders and investors but also improves the coin’s accessibility to a wider audience, contributing to its growing popularity in international markets.

The significance of this achievement lies not only in the numbers but also in the confidence it instills in the project and its users, regardless of external factors. High liquidity ensures stability, reduces risks, and allows traders and investors to execute transactions with minimal price fluctuations.

The stability and increasing liquidity of Verum Coin also highlight its resilience in the rapidly changing cryptocurrency market. These indicators confirm the trust of the community and interest from major players.

The project continues to evolve, expanding its opportunities and attracting new investments. With growing liquidity and trading volumes, Verum Coin is set to occupy an even more prominent position on decentralized platforms, attracting new users and ensuring steady growth.

Stay updated and continue to follow the progress of Verum Coin as it moves towards new achievements.

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Technologies

Verum Coin Now Supported by Zerion Wallet

Verum Coin Now Supported by Zerion Wallet

Verum Coin (VERUM) is proud to announce its integration with Zerion Wallet, a leading platform for managing digital assets. This partnership enhances accessibility for Verum Coin holders, offering advanced tools for secure and efficient crypto management.

Zerion Wallet stands out for its intuitive design, robust security features, and seamless transaction capabilities, making it a top choice for crypto enthusiasts worldwide. Verum Coin holders can now leverage Zerion Wallet’s innovative platform to store, track, and manage their assets with ease.

This milestone highlights Verum Coin’s commitment to expanding its ecosystem and providing its community with reliable, user-friendly solutions for digital asset management.

Verum Coin is a cutting-edge cryptocurrency designed to offer secure and efficient tools for managing digital assets, empowering users in the evolving blockchain landscape.

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